Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article examines the fundamental role that prostitution has played in securing settler colonial domination over Indigenous peoples and lands in the historical and ongoing making of the Canadian nation-state. Using the theoretical and methodological framework developed by critical anti-racist feminist scholar Sherene Razack, this article offers a spatial analysis tracing how prostitution has been deployed, repeatedly and in distinctly racialized and gendered ways, to secure settler colonial domination in Canada. This analysis focuses on four key examples: (1) early settlement in British Columbia; (2) the Indian Act; (3) the Pass System; and, more recently, (4) Vancouver's Missing Women. It also focuses on how these settler colonial deployments of prostitution contributed (and, in some ways, continue to contribute) not only to violence against Indigenous women and girls but also to the justification, legitimation, and erasure of this violence and, thus, its normalization within settler colonial society.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it